Diffusion decision model: Current issues and history

Cited by (1,004)

Items 401–500 of 1,004

1. Norm compliance affects perceptual decisions through modulation of a starting point bias
   Ulf Toelch, Folco Panizza, Hauke R. Heekeren · 2018 · Royal Society Open Science
2. A model-based quantification of action control deficits in Parkinson's disease
   Mathieu Servant, Nelleke Corine van Wouwe, Scott A. Wylie, Gordon D. Logan · 2018 · Neuropsychologia
3. Errors in Action Timing and Inhibition Facilitate Learning by Tuning Distinct Mechanisms in the Underlying Decision Process
   Kyle Dunovan, T. Verstynen · 2017 · Journal of Neuroscience
4. Understanding Driver Cognition and Decision-Making Behaviors in High-Risk Scenarios: A Drift Diffusion Perspective
   He-Ye Huang, Zheng Li, Hao Cheng, Haoran Wang, Junkai Jiang, Xiaopeng Li, Arkady Zgonnikov · 2025 · Accident Analysis and Prevention
5. Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation
   Lasse Elsemuller, Valentin Pratz, Mischa von Krause, Andreas Voss, Paul-Christian Burkner, Stefan T. Radev · 2025 · Trans. Mach. Learn. Res.
6. Affective integration in experience, judgment, and decision-making
   Erkin Asutay, Daniel Västfjäll · 2024 · Communications Psychology
7. PiRD: Physics-informed Residual Diffusion for Flow Field Reconstruction
   Siming Shan, Peng-Kai Wang, Song Chen, Jia-Xu Liu, Chao Xu, Sheng-Ze Cai · 2024 · Acta Mechanica Sinica
8. Generalizable prediction of childhood ADHD symptoms from neurocognitive testing and youth characteristics
   A. Weigard, Katherine L. McCurry, Z. Shapiro, Meghan E. Martz, M. Angstadt, M. Heitzeg, I. Dinov, C. Sripada · 2023 · Translational Psychiatry
9. Staggered Onsets of Processing Relevant and Irrelevant Stimulus Features Produce Different Dynamics of Congruency Effects
   Herbert Heuer, Christian Seegelke, Peter Wühr · 2023 · Journal of Cognition
10. Egocentric anchoring-and-adjustment underlies social inferences about known others varying in similarity and familiarity.
    Y. A. Wang, Austin J. Simpson, Andrew R. Todd · 2022 · Journal of experimental psychology. General
11. Gaze direction and face orientation modulate perceptual sensitivity to faces under interocular suppression
    Renzo Carlo Lanfranco, Timo Stein, Hugh Rabagliati, David Podhortzer Carmel · 2022 · Scientific Reports
12. Influences of Emotion on Driving Decisions at Different Risk Levels: An Eye Movement Study
    Xiaoying Zhang, Ruosong Chang, Xue Sui, Yu-Tong Li · 2022 · Frontiers in Psychology
13. Perception of opposite-direction motion in random dot kinematograms
    Gi‐Yeul Bae, Steven J. Luck · 2022 · Visual Cognition
14. Action planning and control under uncertainty emerge through a desirability-driven competition between parallel encoding motor plans
    Vince Enachescu, Paul Schrater, Stefan Schaal, Vassilios Christopoulos · 2021 · PLoS Computational Biology
15. The Usefulness of Marketing Strategies in a Regulated Market: Evidence from the Spanish Tobacco Market
    A. Almeida, Aída Galiano, A. Golpe, J. Álvarez · 2021
16. How spatial attention affects the decision process: looking through the lens of Bayesian hierarchical diffusion model & EEG analysis
    Amin Ghaderi-Kangavari, Kourosh Parand, Reza Ebrahimpour, Michael D. Nunez, Jamal Amani Rad · 2023 · Journal of Cognitive Psychology
17. Effect of Spectral Contrast Enhancement on Speech-on-Speech Intelligibility and Voice Cue Sensitivity in Cochlear Implant Users.
    Nawal El Boghdady, Florian Langner, E. Gaudrain, D. Başkent, Waldo Nogueira · 2020 · Ear and Hearing
18. Should I stay or should I go? Evidence accumulation drives decision making in human drivers
    Arkady Zgonnikov, D. Abbink, G. Markkula · 2020
19. Test–Retest Reliability of Concussion Baseline Assessments in United States Service Academy Cadets: A Report from the National Collegiate Athletic Association (NCAA)–Department of Defense (DoD) CARE Consortium
    Megan N. Houston, Kathryn L. Van Pelt, Christopher J D’Lauro, Rachel M. Brodeur, Darren E. Campbell, Gerald T. McGinty, Jonathan C. Jackson, Tim F. Kelly, Karen Y. Peck, Steven J. Svoboda et al. · 2020 · Journal of the International Neuropsychological Society
20. Aggressive Realism: More Efficient Processing of Anger in Physically Aggressive Individuals
    G. Brennan, A. Baskin-Sommers · 2020 · Psychology Science
21. An Overcomplete Approach to Fitting Drift-Diffusion Decision Models to Trial-By-Trial Data
    Quentin Feltgen, J. Daunizeau · 2020 · bioRxiv
22. Countermanding Perceptual Decision-Making
    Paul G. Middlebrooks, B. Zandbelt, Gordon D. Logan, T. Palmeri, J. Schall · 2019 · iScience
23. How Do We Study Pedestrian Interaction with Automated Vehicles? Preliminary Findings from the European interACT Project
    N. Merat, Yee-Mun Lee, G. Markkula, J. Uttley, F. Camara, Charles W. Fox, A. Dietrich, Florian Weber, Anna Schieben · 2019 · Road Vehicle Automation 6
24. Constructing preference from sequential samples: The impact of evaluation format on risk attitudes.
    Yonatan Vanunu, Thorsten Pachur, M. Usher · 2019 · Decision
25. Time-evolving psychological processes over repeated decisions.
    David Gunawan, Guy E. Hawkins, Robert Kohn, Minh‐Ngoc Tran, Scott D. Brown · 2022 · Psychological Review
26. Impact of Context Information on Metaphor Elaboration
    Veronika Lerche, Ursula Christmann, Andreas Voß · 2018 · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie)
27. Evidence Accumulation Account of Human Operators' Decisions in Intermittent Control During Inverted Pendulum Balancing
    G. Markkula, Arkady Zgonnikov · 2018 · IEEE International Conference on Systems, Man and Cybernetics
28. The Sustained Influence of an Error on Future Decision-Making
    B. Schiffler, S. Bengtsson, D. Lundqvist · 2017 · Frontiers in Psychology
29. Artificial transneurons emulate neuronal activity in different areas of brain cortex
    Rivu Midya, Ambarish S. Pawar, D. P. Pattnaik, Eric Mooshagian, Pavel Borisov, Thomas David Albright, Lawrence H. Snyder, Richard Stanley Williams, J. Joshua Yang, Alexander G. Balanov et al. · 2025 · Nature Communications
30. A Population Representation of the Confidence in a Decision in the Parietal Cortex
    Ariel Zylberberg, M. Shadlen · 2024 · bioRxiv
31. Using driver monitoring to estimate readiness in automation: a conceptual model based on simulator experimental data
    R. C. Gonçalves, C. M. Goodridge, Jonny Kuo, Mike G. Lenné, N. Merat · 2024 · Cognition, Technology & Work
32. Nudging human drivers via implicit communication by automated vehicles: Empirical evidence and computational cognitive modeling
    Arkady Zgonnikov, N. Beckers, Ashwin George, David A. Abbink, C. Jonker · 2024 · Int. J. Hum. Comput. Stud.
33. Response times in drivers' gap acceptance decisions during overtaking
    Annemartijne Sevenster, Haneen Farah, David A. Abbink, Arkady Zgonnikov · 2023 · Transportation Research Part F: Traffic Psychology and Behaviour
34. Measuring the Factors Influencing Purchasing Decisions: Evidence From Cursor Tracking and Cognitive Modeling
    Geoffrey Fisher · 2023 · Management Sciences
35. Adaptive patch foraging in deep reinforcement learning agents
    Nathan J. Wispinski, Andrew Butcher, K. Mathewson, C. Chapman, M. Botvinick, P. Pilarski · 2022 · Trans. Mach. Learn. Res.
36. Impaired social decision‐making in males with methamphetamine use disorder
    Minghui Li, Mingming Zhang, Ti‐Fei Yuan, Li‐Lin Rao · 2022 · Addiction Biology
37. Sticky me: Self-relevance slows reinforcement learning.
    Marius Golubickis, C. Macrae · 2022 · Cognition
38. Knowledge Representations Derived From Semantic Fluency Data
    Jeffrey C. Zemla · 2022 · Frontiers in Psychology
39. Working memory capacity preferentially enhances implementation of proactive control.
    Yan-Li Lin, R. Brough, Allison Tay, J. Jackson, T. Braver · 2022 · Journal of Experimental Psychology. Learning, Memory and Cognition
40. Who gives a criterion shift? A uniquely individualistic cognitive trait.
    E. Layher, Anjali Dixit, Michael B. Miller · 2020 · Journal of Experimental Psychology. Learning, Memory and Cognition
41. From Description to Explanation: Integrating Across Multiple Levels of Analysis to Inform Neuroscientific Accounts of Dimensional Personality Pathology
    Timothy A. Allen, Alison Schreiber, Nathan T. Hall, Michael N. Hallquist · 2020 · Journal of Personality Disorders
42. Effects of Aging in a Task-Switch Paradigm with the Diffusion Decision Model
    N. Ging-Jehli, R. Ratcliff · 2020 · Psychology and Aging
43. ChaRTr: An R toolbox for modeling choices and response times in decision-making tasks
    Chandramouli Chandrasekaran, Guy E. Hawkins · 2019 · bioRxiv
44. Electrophysiological correlates of the drift diffusion model in visual word recognition
    Christina J. Mueller, C. White, L. Kuchinke · 2017 · Human Brain Mapping
45. Task difficulty modulates brain activation in the emotional oddball task
    Rachel E. Siciliano, David J. Madden, Catherine W. Tallman, Maria A. Boylan, Imke Kirste, Zachary A. Monge, Lauren E. Packard, Guy G. Potter, Lihong Wang · 2017 · Brain Research
46. Valuation as a Mechanism of Self-Control
    Elliot T. Berkman, Jordan L. Livingson, Lauren Emily Kahn, Michael Inzlicht · 2015 · SSRN Electronic Journal
47. Driver-Pedestrian Interactions at Unsignalized Crossings Are Not in Line With the Nash Equilibrium
    A. Kalantari, Yue Yang, Yee-Mun Lee, N. Merat, G. Markkula · 2023 · IEEE Access
48. Posterior SBC: simulation-based calibration checking conditional on data
    Teemu Säilynoja, Marvin Schmitt, Paul‐Christian Bürkner, Aki Vehtari · 2026 · Statistics and Computing
49. A robotics-inspired scanpath model reveals the importance of uncertainty and semantic object cues for gaze guidance in dynamic scenes
    Vito Mengers, Nicolas Roth, Oliver Brock, Klaus Obermayer, Martin Rolfs · 2025 · Journal of Vision
50. Optogenetic Inhibition of Rat Anterior Cingulate Cortex Impairs the Ability to Initiate and Stay on Task
    Daniela Vázquez, Sean Maulhardt, Thomas A. Stalnaker, Alec Solway, Caroline Juliette Charpentier, Matthew R. Roesch · 2024 · Journal of Neuroscience
51. Losing control without your smartphone: Anxiety affects the dynamic choice process of impulsive decision-making and purchase
    Dan-Yang Gui, Yu Dai, Zhichao Zheng, Shixiong Liu · 2023 · Frontiers in Neuroscience
52. Neurocognitive Mechanisms Underlying Attention Bias Towards Pain: Evidence From a Drift-Diffusion Model and Event-Related Potentials
    Yinhua Zhang, Qian Ye, Hao He, Richu Jin, Weiwei Peng · 2023 · Journal of Pain
53. Age-related differences in frontoparietal activation for target and distractor singletons during visual search
    Jenna Louise Merenstein, Hollie A. Mullin, David J. Madden · 2023 · Attention Perception & Psychophysics
54. Temporal dynamics of decision making: A synthesis of computational and neurophysiological approaches
    Alison M. Harris, Cendri A.C. Hutcherson · 2021 · Wiley Interdisciplinary Reviews Cognitive Science
55. The neural computation of human prosocial choices in complex motivational states
    Anne Saulin, Ulrike Horn, Martín Lotze, Jochen Kaiser, Grit Hein · 2021 · NeuroImage
56. Fokker–Planck approach to neural networks and to decision problems
    Sebastian Vellmer, Benjamin Lindner · 2021 · The European Physical Journal Special Topics
57. Sequential Decision-Making in Ants and Implications to the Evidence Accumulation Decision Model
    Oran Ayalon, Yigal Sternklar, Ehud Fonio, Amos Korman, Nir S. Gov, Ofer Feinerman · 2021 · Frontiers in Applied Mathematics and Statistics
58. Response time modelling reveals evidence for multiple, distinct sources of moral decision caution
    Milan Andrejević, J. P. White, Daniel Feuerriegel, S. Laham, S. Bode · 2020 · bioRxiv
59. Unified neural dynamics of decisions and actions in the cerebral cortex and basal ganglia
    David Thura, Jean-François Cabana, Albert Feghaly, P. Cisek · 2020 · bioRxiv
60. Predictive activation of sensory representations as a source of evidence in perceptual decision-making.
    Daniel Feuerriegel, T. Blom, H. Hogendoorn · 2020 · Cortex; a journal devoted to the study of the nervous system and behavior
61. Sleep Deprivation and Racial Bias in the Decision to Shoot: A Diffusion Model Analysis
    David Jeffrey Johnson, Michelle E. Stepan, Joseph Cesario, Kimberly M. Fenn · 2020 · Social Psychological and Personality Science
62. Evidence accumulation under uncertainty – a neural marker of emerging choice and urgency
    E. Parés-Pujolràs, E. Travers, Yoana Ahmetoglu, P. Haggard · 2020 · bioRxiv
63. When accuracy rates and mean response times lead to false conclusions: A simulation study based on the diffusion model
    Veronika Lerche, Andreas Voß · 2020 · The Quantitative Methods for Psychology
64. Towards Causality-Aware Inferring: A Sequential Discriminative Approach for Medical Diagnosis
    Junfan Lin, Keze Wang, Ziliang Chen, Xiaodan Liang, Liang Lin · 2023 · IEEE Transactions on Pattern Analysis and Machine Intelligence
65. Bayesian Semiparametric Longitudinal Drift-Diffusion Mixed Models for Tone Learning in Adults
    Giorgio Paulon, Fernando Llanos, Bharath Chandrasekaran, Abhra Sarkar · 2020 · Journal of the American Statistical Association
66. Confluence of Timing and Reward Biases in Perceptual Decision-Making Dynamics
    Maxwell Shinn, Daniel B. Ehrlich, Daeyeol Lee, J. Murray, H. Seo · 2019 · Journal of Neuroscience
67. Dissociable sensitivity and bias mechanisms mediate behavioral effects of exogenous attention
    Vishak Sagar, Ranit Sengupta, D. Sridharan · 2019 · Scientific Reports
68. Theoretically meaningful models can answer clinically relevant questions
    N. Evans, E. Wagenmakers · 2019 · Brain : a journal of neurology
69. The validity and consistency of continuous joystick response in perceptual decision-making
    Maciej J Szul, Aline Bompas, Petroc Sumner, Jiaxiang Zhang · 2019 · Behavior Research Methods
70. Increased cognitive control after task conflict? Investigating the N-3 effect in task switching
    Stefanie Schuch, James A. Grange · 2018 · Psychological Research
71. Gaze Bias Differences Capture Individual Choice Behavior
    Armin W. Thomas, F. Molter, I. Krajbich, H. Heekeren, Peter N. C. Mohr · 2017 · bioRxiv
72. Parameter identifiability in evidence-accumulation models: The effect of error rates on the diffusion decision model and the linear ballistic accumulator
    Malte Lüken, Andrew Heathcote, Julia M. Haaf, Dóra Matzke · 2025 · Psychonomic Bulletin & Review
73. Pedestrian crossing decisions can be explained by bounded optimal decision-making under noisy visual perception
    Yueyang Wang, Aravinda Ramakrishnan Srinivasan, Jussi P. P. Jokinen, A. Oulasvirta, Gustav Markkula · 2024 · arXiv.org
74. Pedestrians’ road-crossing decisions: Comparing different drift-diffusion models
    Max Theisen, Caroline Schießl, Wolfgang Einhäuser, Gustav M. Markkula · 2023 · International Journal of Human-Computer Studies
75. An Item Response Theory Model for Incorporating Response Times in Forced-Choice Measures
    Z Y Guo, Daxun Wang, Yan Cai, Dongbo Tu · 2023 · Educational and Psychological Measurement
76. Information acquisition and decision strategies in intertemporal choice
    Lisheng He, Daniel Wall, Crystal Reeck, Sudeep Bhatia · 2023 · Cognitive Psychology
77. Pricing Strategy for Household Energy-Saving Option (Heso): A Novel Option-Based Intervention for Promoting Household Energy Efficiency
    Qian Xu, Sheng-Ping Li, Liyin Shen, Rui-Dong Chang, Qian-Cheng Wang, Xuan Liu, Yang Chen · 2023 · Social Science Research Network
78. Elite Players Invest Additional Time for Making Better Embodied Choices
    Matthias Hinz, Nico Lehmann, Lisa Musculus · 2022 · Frontiers in Psychology
79. Neurocomputational mechanisms underlying cross-modal associations and their influence on perceptual decisions
    Joshua Bolam, Stephanie C. Boyle, Robin A. A. Ince, Ioannis Delis · 2021 · NeuroImage
80. Attention biases preferential choice by enhancing an option's value.
    T. Pleskac, Shuli Yu, Sergej Grunevski, Tao-Sheng Liu · 2021 · Journal of experimental psychology. General
81. Brain-behavior relationships in the perceptual decision-making process through cognitive processing stages
    Elaheh Imani, Ahad Harati, Hamid Reza Pourreza, Morteza Moazami Goudarzi · 2021 · Neuropsychologia
82. Reasoning, fast and slow: How noncognitive factors may alter the ability-speed relationship
    Amy Shaw, Fabian Elizondo, Patrick L. Wadlington · 2020 · Intelligence
83. Modeling across-trial variability in the Wald drift rate parameter
    H. Steingroever, Dominik Wabersich, E. Wagenmakers · 2020 · Behavior Research Methods
84. Using Cognitive Models to Train Big Data Models with Small Data
    J. Gregory Trafton, Laura M. Hiatt, Benjamin Brumback, J. Malcolm McCurry · 2020 · Adaptive Agents and Multi-Agents Systems
85. Response-level processing during visual feature search: Effects of frontoparietal activation and adult age
    David J. Madden, Rachel E. Siciliano, Catherine W. Tallman, Zachary A. Monge, Andreas Voß, Jessica Rachel Cohen · 2019 · Attention Perception & Psychophysics
86. Systematic and random sources of variability in perceptual decision-making: Comment on Ratcliff, Voskuilen, and McKoon (2018).
    N. Evans, G. Tillman, E. Wagenmakers · 2019 · Psychology Review
87. Neuronal, mathematical, and molecular bases of perceptual decision-making in C. elegans
    Yuki Tanimoto, Koutarou D. Kimura · 2018 · Neuroscience Research
88. Interaction effects on common measures of sensitivity: choice of measure, type I error, and power
    Stephen Rhodes, N. Cowan, M. Parra, R. Logie · 2018 · Behavior Research Methods
89. The channel capacity of visual awareness divided among multiple moving objects
    J. Lappin, Douglas L. Morse, Adriane E. Seiffert · 2016 · Attention, perception & psychophysics
90. Pedestrian crossing decisions can be explained by bounded optimal decision-making under noisy visual perception
    Yueyang Wang, Aravinda Ramakrishnan Srinivasan, Jussi P. P. Jokinen, Antti Oulasvirta, Gustav Markkula · 2025 · Transportation Research Part C: Emerging Technologies
91. Readiness for Perception and Action: Towards a More Mechanistic Understanding of Phasic Alertness
    Christian H. Poth · 2025 · Journal of Cognition
92. Social norms shape visual appearance: Taking a closer look at the link between social norm learning and perceptual decision-making
    Markus Germar, Vinzenz H. Duderstadt, Andreas Mojzisch · 2023 · Cognition
93. Peripheral Visual Information Halves Attentional Choice Biases
    Brenden Eum, Stephanie Y Dolbier, A. Rangel · 2023 · Psychology Science
94. Computationally modeling mood management theory: a drift-diffusion model of people’s preferential choice for valence and arousal in media
    Xuanjun Gong, Richard Huskey, Allison Eden, Ezgi Ulusoy · 2023 · Journal of Communication
95. How Consumers Resolve Conflict over Branded Products: Evidence from Mouse Cursor Trajectories
    Geoffrey Fisher, Kaitlin Woolley · 2023 · Journal of Marketing Research
96. Perspective: Acknowledging complexity to advance the understanding of developmental coordination disorder
    Emily J. Meachon · 2023 · Frontiers in Human Neuroscience
97. Correctness and response time distributions in the MemTrax continuous recognition task: Analysis of strategies and a reverse-exponential model
    J. W. Ashford, J. O. Clifford, Sulekha Anand, M. Bergeron, Curtis B. Ashford, P. Bayley · 2022 · Frontiers in Aging Neuroscience
98. Recapitulating human ovarian aging using random walks
    Joshua Johnson, J. W. Emerson, S. Lawley · 2022 · bioRxiv
99. Neuro-cognitive models of single-trial EEG measures describe latent effects of spatial attention during perceptual decision making
    A. Ghaderi-Kangavari, J. A. Rad, K. Parand, Michael D. Nunez · 2022 · bioRxiv
100. Different types of semantic interference, same lapses of attention: Evidence from Stroop tasks
     M. Scaltritti, R. Job, Simone Sulpizio · 2022 · Memory & Cognition